Part 2 Costa Rica

2.0.1 Point density

Below we show the logged point density accross our area of interest. Note, the extreme number of values on the Peninsula means we can’t do a color ramp on the observation scale.

## Reading layer `landmass' from data source 
##   `/Users/runner/work/Osa-Conservation-Movement-Ecology-Lifetime-Exploration/Osa-Conservation-Movement-Ecology-Lifetime-Exploration/landmass.shp' 
##   using driver `ESRI Shapefile'
## Simple feature collection with 2 features and 168 fields
## Geometry type: MULTIPOLYGON
## Dimension:     XY
## Bounding box:  xmin: -87.11767 ymin: 5.515082 xmax: -77.16327 ymax: 11.20994
## Geodetic CRS:  WGS 84

2.0.2 Feeding clusters

The following map shows all of the vulture clusters.

We define a cluster where a bird stays for >80 minutes within 100m of its starting location. Provided it arrives after 08:00 am or before 16:00.

2.0.3 Costa Rica

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   1.201   1.751   2.334   2.843   3.500   9.834

2.0.4 Habitat use

##   [1] "Bare / sparse vegetation" "Built-up"                
##   [3] "Cropland"                 "Grassland"               
##   [5] "Herbaceous wetland"       "Mangroves"               
##   [7] "Permanent water bodies"   "Tree cover"              
##   [9] "Bare / sparse vegetation" "Built-up"                
##  [11] "Cropland"                 "Grassland"               
##  [13] "Herbaceous wetland"       "Mangroves"               
##  [15] "Permanent water bodies"   "Tree cover"              
##  [17] "Bare / sparse vegetation" "Built-up"                
##  [19] "Cropland"                 "Grassland"               
##  [21] "Herbaceous wetland"       "Permanent water bodies"  
##  [23] "Tree cover"               "Bare / sparse vegetation"
##  [25] "Built-up"                 "Cropland"                
##  [27] "Grassland"                "Herbaceous wetland"      
##  [29] "Mangroves"                "Permanent water bodies"  
##  [31] "Tree cover"               "Bare / sparse vegetation"
##  [33] "Built-up"                 "Cropland"                
##  [35] "Grassland"                "Mangroves"               
##  [37] "Permanent water bodies"   "Tree cover"              
##  [39] "Bare / sparse vegetation" "Built-up"                
##  [41] "Cropland"                 "Grassland"               
##  [43] "Herbaceous wetland"       "Mangroves"               
##  [45] "Permanent water bodies"   "Shrubland"               
##  [47] "Tree cover"               "Bare / sparse vegetation"
##  [49] "Built-up"                 "Grassland"               
##  [51] "Herbaceous wetland"       "Mangroves"               
##  [53] "Permanent water bodies"   "Tree cover"              
##  [55] "Bare / sparse vegetation" "Built-up"                
##  [57] "Grassland"                "Herbaceous wetland"      
##  [59] "Mangroves"                "Permanent water bodies"  
##  [61] "Tree cover"               "Bare / sparse vegetation"
##  [63] "Grassland"                "Permanent water bodies"  
##  [65] "Tree cover"               "Bare / sparse vegetation"
##  [67] "Built-up"                 "Grassland"               
##  [69] "Permanent water bodies"   "Tree cover"              
##  [71] "Bare / sparse vegetation" "Built-up"                
##  [73] "Cropland"                 "Grassland"               
##  [75] "Herbaceous wetland"       "Mangroves"               
##  [77] "Permanent water bodies"   "Tree cover"              
##  [79] "Grassland"                "Herbaceous wetland"      
##  [81] "Permanent water bodies"   "Tree cover"              
##  [83] "Bare / sparse vegetation" "Built-up"                
##  [85] "Cropland"                 "Grassland"               
##  [87] "Herbaceous wetland"       "Permanent water bodies"  
##  [89] "Tree cover"               "Bare / sparse vegetation"
##  [91] "Built-up"                 "Cropland"                
##  [93] "Grassland"                "Herbaceous wetland"      
##  [95] "Mangroves"                "Permanent water bodies"  
##  [97] "Tree cover"               "Grassland"               
##  [99] "Tree cover"               "Bare / sparse vegetation"
## [101] "Built-up"                 "Cropland"                
## [103] "Grassland"                "Herbaceous wetland"      
## [105] "Mangroves"                "Permanent water bodies"  
## [107] "Tree cover"               "Grassland"               
## [109] "Tree cover"               "Bare / sparse vegetation"
## [111] "Built-up"                 "Cropland"                
## [113] "Grassland"                "Herbaceous wetland"      
## [115] "Mangroves"                "Permanent water bodies"  
## [117] "Shrubland"                "Tree cover"              
## [119] "Built-up"                 "Grassland"               
## [121] "Herbaceous wetland"       "Mangroves"               
## [123] "Permanent water bodies"   "Tree cover"              
## [125] "Grassland"                "Herbaceous wetland"      
## [127] "Mangroves"                "Permanent water bodies"  
## [129] "Tree cover"               "Bare / sparse vegetation"
## [131] "Built-up"                 "Cropland"                
## [133] "Grassland"                "Herbaceous wetland"      
## [135] "Mangroves"                "Permanent water bodies"  
## [137] "Tree cover"               "Bare / sparse vegetation"
## [139] "Built-up"                 "Grassland"               
## [141] "Herbaceous wetland"       "Mangroves"               
## [143] "Permanent water bodies"   "Tree cover"              
## [145] "Bare / sparse vegetation" "Built-up"                
## [147] "Cropland"                 "Grassland"               
## [149] "Herbaceous wetland"       "Mangroves"               
## [151] "Permanent water bodies"   "Tree cover"              
## [153] "Built-up"                 "Cropland"                
## [155] "Grassland"                "Mangroves"               
## [157] "Permanent water bodies"   "Tree cover"              
## [159] "Bare / sparse vegetation" "Built-up"                
## [161] "Cropland"                 "Grassland"               
## [163] "Herbaceous wetland"       "Mangroves"               
## [165] "Permanent water bodies"   "Shrubland"               
## [167] "Tree cover"               "Bare / sparse vegetation"
## [169] "Built-up"                 "Cropland"                
## [171] "Grassland"                "Permanent water bodies"  
## [173] "Tree cover"               "Bare / sparse vegetation"
## [175] "Built-up"                 "Cropland"                
## [177] "Grassland"                "Herbaceous wetland"      
## [179] "Mangroves"                "Permanent water bodies"  
## [181] "Tree cover"               "Bare / sparse vegetation"
## [183] "Built-up"                 "Cropland"                
## [185] "Grassland"                "Herbaceous wetland"      
## [187] "Mangroves"                "Permanent water bodies"  
## [189] "Tree cover"               "Bare / sparse vegetation"
## [191] "Built-up"                 "Cropland"                
## [193] "Grassland"                "Herbaceous wetland"      
## [195] "Mangroves"                "Permanent water bodies"  
## [197] "Tree cover"               "Built-up"                
## [199] "Cropland"                 "Grassland"               
## [201] "Herbaceous wetland"       "Mangroves"               
## [203] "Permanent water bodies"   "Shrubland"               
## [205] "Tree cover"               "Bare / sparse vegetation"
## [207] "Built-up"                 "Cropland"                
## [209] "Grassland"                "Herbaceous wetland"      
## [211] "Mangroves"                "Permanent water bodies"  
## [213] "Tree cover"               "Cropland"                
## [215] "Grassland"                "Permanent water bodies"  
## [217] "Tree cover"               "Grassland"               
## [219] "Permanent water bodies"   "Tree cover"              
## [221] "Bare / sparse vegetation" "Cropland"                
## [223] "Grassland"                "Herbaceous wetland"      
## [225] "Permanent water bodies"   "Tree cover"              
## [227] "Bare / sparse vegetation" "Grassland"               
## [229] "Herbaceous wetland"       "Mangroves"               
## [231] "Permanent water bodies"   "Tree cover"              
## [233] "Bare / sparse vegetation" "Cropland"                
## [235] "Grassland"                "Herbaceous wetland"      
## [237] "Permanent water bodies"   "Tree cover"              
## [239] "Bare / sparse vegetation" "Cropland"                
## [241] "Grassland"                "Herbaceous wetland"      
## [243] "Mangroves"                "Permanent water bodies"  
## [245] "Tree cover"               "Bare / sparse vegetation"
## [247] "Built-up"                 "Grassland"               
## [249] "Herbaceous wetland"       "Mangroves"               
## [251] "Permanent water bodies"   "Tree cover"              
## [253] "Bare / sparse vegetation" "Built-up"                
## [255] "Cropland"                 "Grassland"               
## [257] "Herbaceous wetland"       "Mangroves"               
## [259] "Permanent water bodies"   "Tree cover"              
## [261] "Bare / sparse vegetation" "Built-up"                
## [263] "Cropland"                 "Grassland"               
## [265] "Herbaceous wetland"       "Mangroves"               
## [267] "Permanent water bodies"   "Tree cover"              
## [269] "Bare / sparse vegetation" "Built-up"                
## [271] "Cropland"                 "Grassland"               
## [273] "Herbaceous wetland"       "Mangroves"               
## [275] "Permanent water bodies"   "Tree cover"              
## [277] "Bare / sparse vegetation" "Built-up"                
## [279] "Cropland"                 "Grassland"               
## [281] "Herbaceous wetland"       "Mangroves"               
## [283] "Permanent water bodies"   "Tree cover"              
## [285] "Bare / sparse vegetation" "Cropland"                
## [287] "Grassland"                "Permanent water bodies"  
## [289] "Tree cover"               "Bare / sparse vegetation"
## [291] "Cropland"                 "Grassland"               
## [293] "Herbaceous wetland"       "Permanent water bodies"  
## [295] "Tree cover"
## sparse_veg      urban   cropland  grassland    wetland   mangrove      water 
##     0.0405     0.0258     0.0251     2.8718     0.0547     0.0485     0.1588 
##      trees     shrubs 
##    40.7744     0.0003